...Peter Kotzian; Kai A. Bauch; Barbara E. Weißenberger Purpose Both the literature on advice-taking from humans and the literature on advice-taking from algorithms suggest that providing advice rationales—information explaining how an adviser arrived at a recommendation—increase advice-taking. We...

... algorithms under different configurations of environmental conditions. Findings We develop three conceptual prompts. First, the simple heuristic-based exploration strategy works well in conditions of low environmental variability and few alternatives. Second, an exploration strategy that combines simple...